Spring Spel

In Spring framework, we mainly use SpEL as annotation in a bean. But SpEL has other use cases as well. 

Like evaluating the expression on the fly. e.g. You can store expression in database & execute on demand.

More documentation can be found on:

https://docs.spring.io/spring-framework/docs/3.0.x/reference/expressions.html

https://docs.spring.io/spring-framework/reference/core/expressions.html 

Cardano Links

https://cardanoscan.io/metadata

https://gimbalabs.com/

https://meshjs.dev/

How to run LLM in local machine

 Here we will discuss the steps to install LLM in local machine on Windows:

Steps:

• Goto https://ollama.com/download/windows
• Download & install the Ollama platform on your machine by clicking the OllamaSetup.exe file
• Once the installation is completed, to check the Ollama platform is running navigate to http://localhost:11434/ & check the status. 
• If the platform is installed successfully it will show :Ollama is running
• Now we need to install the language model.
• Navigate to https://ollama.com/library
• You can now install any language model based on your need
• To run the language model, goto powershell prompt
• Run the command ollama run <language_model_name> e.g. ollama run llama2
• Once the LLM is installed, it will provide a command prompt to interact like Chatgpt
• The API of Ollama can be used to interact using Spring AI

Further readings:

https://thenewstack.io/how-to-set-up-and-run-a-local-llm-with-ollama-and-llama-2/

https://www.kdnuggets.com/ollama-tutorial-running-llms-locally-made-super-simple

https://www.youtube.com/watch?v=5ecArhs6d7I&pp=ygULamF2YSB0ZWNoaWU%3D

Sample Codebase:

https://github.com/Java-Techie-jt/spring-ai-llama2/tree/main